30 days free · Beginner-friendly swing trading research
AI-ranked swing trade research, explained before you trade
SwingFi scans the market each morning and turns the noise into a ranked list of trade ideas with the plan already visible: why it ranked, what price range to review, where the target and stop loss sit, how risky it looks, and how long the swing trade may take.
The beginner rule
A ranking is a research starting point, not a buy button. Start with the highest-quality ideas, then check confidence, risk, entry range, target, stop loss, and estimated holding window before deciding what deserves more research.
Today's customer view
Rank first, then review the plan
Watchlist quality
CVX is a steadier watchlist idea because confidence is high and modeled downside is contained. The model sees about 10.6% potential upside versus 2.0% planned downside, or roughly 5.3R reward/risk.
Opp
73
Conf
87
Risk
22
Entry: $211.76 - $215.49
Target: $234.12
Stop: $207.55
Watchlist quality
JPM is a steadier watchlist idea because confidence is high and modeled downside is contained. The model sees about 7.3% potential upside versus 3.2% planned downside, or roughly 2.3R reward/risk.
Opp
73
Conf
90
Risk
18
Entry: $332.28 - $341.39
Target: $356.45
Stop: $321.50
Watchlist quality
AAPL is a steadier watchlist idea because confidence is high and modeled downside is contained. The model sees about 7.0% potential upside versus 4.0% planned downside, or roughly 1.8R reward/risk.
Opp
67
Conf
83
Risk
24
Entry: $339.01 - $348.30
Target: $362.74
Stop: $325.45
Market data
Price action, volume, trend, and reward/risk context.
Macro backdrop
Economic context that can affect market risk appetite.
Filings and events
SEC filings, earnings, and corporate event checks.
Calibration
Backtesting feedback used to pressure-test ranking quality.
The customer path
From signup to a calmer daily review
SwingFi is designed to slow the process down: choose the amount of research you want, set your risk comfort, review the list in order, then track only the trades you actually decide to make.
Choose a plan
Starter keeps the list simple. Pro is the best default. Premium gives the widest daily scan.
Answer risk questions
Tell SwingFi how cautious, balanced, or aggressive you want the dashboard to feel.
Review the morning list
Start with the Start here path, then compare score, confidence, risk, entry, target, and stop.
Track what you act on
If you make a trade, save it to Portfolio so the plan stays visible after rankings refresh.
How to use SwingFi
A simple daily routine for reviewing ideas
SwingFi is built to help newer traders slow down and compare trade ideas consistently. The goal is not to push more trades. The goal is to make the research process easier to understand.
01
Open the morning brief
Start with the ranked list. The highest-ranked ideas are the first setups to review, not automatic buys.
02
Check the trade plan
Look at the entry range, target, stop loss, expected gain, expected loss, and estimated holding window before making a decision.
03
Decide if it fits you
Use your risk settings, budget, and confidence preference to decide whether to watch, skip, or research the idea further.
Ranking clarity
What the scores mean in plain English
Scores help you compare setups quickly. They are research signals, not promises. Every opportunity still needs to be checked against the actual entry, target, stop, potential gain, potential loss, and timeframe.
Opportunity score
The main ranking number. Higher means the setup looks stronger across trend, momentum, reward/risk, company quality, catalysts, and market backdrop.
Confidence score
How much the data agrees. Higher means the setup has cleaner support from multiple signals. It still does not mean the trade is guaranteed.
Risk score
How fragile the setup may be. Lower is better. Higher risk can mean more volatility, wider stop loss, event risk, or stretched price action.
What to do with a ranking
A high rank means review first, not buy immediately
Beginner traders often get hurt by chasing a stock after seeing a strong signal. SwingFi keeps the trade plan next to the score so you can see whether the price, downside, and timeframe still make sense.
80-100
High-priority reviewWorth deeper research if risk is acceptable and price is inside the entry range.
65-79
Watchlist reviewPotentially useful, but be patient. Entry discipline matters more than the headline score.
Below 65
Low-priority ideaUsually better to wait for a cleaner setup or stronger confirmation.
Reading a trade card
Every pick shows the information a beginner should check
Entry range
The price area where the setup is designed to be reviewed. Chasing far above this range can change the risk/reward.
Target
The estimated upside area where taking profit may make sense if the trade works.
Stop loss
The price level that helps define when the idea is likely wrong and risk should be controlled.
Trade window
The estimated swing-trade holding period, usually days to weeks rather than minutes or months.
What customers review
Clear picks with the trade plan visible
Rank #1
CVX
US Stock
Score
73
CVX is a steadier watchlist idea because confidence is high and modeled downside is contained. The model sees about 10.6% potential upside versus 2.0% planned downside, or roughly 5.3R reward/risk.
Rank #2
JPM
US Stock
Score
73
JPM is a steadier watchlist idea because confidence is high and modeled downside is contained. The model sees about 7.3% potential upside versus 3.2% planned downside, or roughly 2.3R reward/risk.
Rank #3
AAPL
US Stock
Score
67
AAPL is a steadier watchlist idea because confidence is high and modeled downside is contained. The model sees about 7.0% potential upside versus 4.0% planned downside, or roughly 1.8R reward/risk.
Ready to review today's ideas?
Create an account to set alert preferences, review the dashboard, and receive the morning stock analysis through branded email alerts. SwingFi is research software and does not place trades for users.